AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
Junjie ZhangYupeng HouRuobing XieWenqi SunJulian J. McAuleyWayne Xin ZhaoLeyu LinJi-Rong WenPublished in: CoRR (2023)
Keyphrases
- collaborative learning
- recommender systems
- multi agent systems
- cooperative
- multi agent
- robotic agents
- oriented programming
- dynamic logic
- agent programming
- multiagent systems
- agent communication
- collaborative filtering
- agents and multi agent systems
- language learning
- programming language
- natural language
- software agents
- autonomous agents
- intelligent agents
- learning capabilities
- autonomous systems
- cold start problem
- artificial agents
- cooperative behavior
- knowledge construction
- agent systems
- agent oriented programming language
- agent architecture
- learning process
- dynamic environments
- computer programs
- multiple agents
- computer mediated
- knowledge building
- user preferences
- bdi agents
- content analysis
- matrix factorization
- user profiles
- online collaborative learning
- mobile agents
- resource allocation
- incomplete information
- operational semantics
- game theory
- multi agent learning
- user behavior
- external world
- agent technology
- individual learning
- speech acts
- user modeling
- mental states
- computer supported collaborative learning